In this section,
we compare primarily with a top-performing approach trained without manual annotations –
Contextual Information Separation (CIS [1]}).
However,
as the architecture, input resolution, modality and post-processing are all different,
we try our best to conduct the comparison as fairly as possible.
Note that benchmarks are evaluated at full resolution by simply upsampling the predicted masks.
